quantrs2_core::qml::generative_adversarial

Struct QGANConfig

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pub struct QGANConfig {
Show 15 fields
    pub generator_qubits: usize,
    pub discriminator_qubits: usize,
    pub latent_qubits: usize,
    pub data_qubits: usize,
    pub generator_lr: f64,
    pub discriminator_lr: f64,
    pub generator_depth: usize,
    pub discriminator_depth: usize,
    pub batch_size: usize,
    pub max_iterations: usize,
    pub generator_frequency: usize,
    pub use_quantum_advantage: bool,
    pub noise_type: NoiseType,
    pub regularization: f64,
    pub random_seed: Option<u64>,

}
Expand description

Configuration for Quantum Generative Adversarial Networks

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§generator_qubits: usize

Number of qubits for the generator

§discriminator_qubits: usize

Number of qubits for the discriminator

§latent_qubits: usize

Number of qubits for latent (noise) space

§data_qubits: usize

Number of qubits for data representation

§generator_lr: f64

Generator learning rate

§discriminator_lr: f64

Discriminator learning rate

§generator_depth: usize

Number of generator layers

§discriminator_depth: usize

Number of discriminator layers

§batch_size: usize

Batch size for training

§max_iterations: usize

Training iterations

§generator_frequency: usize

Generator training frequency (train generator every N discriminator updates)

§use_quantum_advantage: bool

Whether to use quantum advantage techniques

§noise_type: NoiseType

Noise distribution type

§regularization: f64

Regularization strength

§random_seed: Option<u64>

Random seed

Trait Implementations§

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impl Clone for QGANConfig

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fn clone(&self) -> QGANConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for QGANConfig

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for QGANConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for QGANConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for QGANConfig

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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